
Agentic Browsing: What Actually Shipped This Month
Three agentic browsing platforms shipped meaningful updates in April. The demos are convincing. The production reliability is not. Where these agents work, where they fail, and what to do this quarter.
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On-Device AI at Work: Apple Intelligence and Pixel Gemini Nano
On-device AI is enterprise-ready in narrow ways and not in the ways the demos suggest. Apple Intelligence and Pixel Gemini Nano in April 2026: what works, what does not, and the real privacy story.
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2M-Token Multimodal Contexts: Where They Actually Pay Off
Two-million-token multimodal context is real. The marketing says it replaces RAG. The production data says it does not. Three workflows where it pays off and three where it does not.
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The Open-Source Frontier in April 2026: Llama 4, DeepSeek R2, Mistral Sovereign
Three serious open-weight contenders shipped in April 2026. None of them is the right answer for every workload, but each has carved out a defensible enterprise niche. Here is the comparison.
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Australian AI Safety Standard: 18-Month Review
Eighteen months in, Australia's voluntary AI Safety Standard has shifted from optional reading to procurement table stakes. Three things worked. Two did not. The next phase is moving towards mandatory.
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Reasoning Budgets in Production: How Teams Are Spending Them
Anthropic shipped reasoning budgets in late March. Six weeks of production data shows the feature pays for itself when teams set the right ceilings. It does not when they leave it on default.
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GPT-5 in the Enterprise: 60-Day Debrief
Sixty days after GPT-5 hit enterprise GA, the tool-use story is real and the pricing story is messier. Three patterns separate the teams getting value from the teams burning credits.
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